A duplicate attribute key has been found when processing

This post is about a common error message during dimension processing I’ve been asked about quite a few times so I thought it would be worth posting about it. The error message says that a duplicate attribute key has been found when processing as shown in the following screenshot for a test cube (I just processed one dimension here):

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